Stage 11 — Growth Visibility: Scaled Cross-Platform Expansion (v0.7)
Abstract
Comprehensive technical documentation of Stage 11 of the 11-Stage AI Visibility Lifecycle. Covers how digital entities achieve expanding visibility across scale, regions, and query families through large-scale AI system utilisation. Details cross-platform expansion patterns, multi-region visibility dynamics, query family growth, geographic scaling, and the growth conditions that characterise sustained, expanding AI-mediated discovery beyond baseline presence. Part of the AI Visibility Architecture (AIVA) framework documentation.
Fields of Study & Subjects
Information Retrieval and Search Behavior
Digital Marketing and Social Media
Web visibility and informetrics
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 7 February 2026
- Language
- EN